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21

The clearest trend in the Tropical Andes is the increase

in air temperature. The Tropical Andes are expected

to experience some of the most drastic change in

climate in South America (Urrutia and Vuille, 2009;

Hijmans et al., 2005). However, projections of future

climate change using different models in the Tropical

Andes are highly uncertain, particularly for rainfall.

For temperature there is a higher degree of agreement

between the different models. This is partly because

the topography of the region is too rugged to be

captured by low-resolution global models. In addition,

there is not a high density of meteorological stations,

which would be needed for validating and calibrating

climate models. Climate models, therefore, differ

more from observations in the Andes than in other

parts of South America. This is true for both models

on temperature and precipitation projections. While

especially in short-termprojections internal variability

(“noise”) of the modelled processes is often larger than

any trends, for longer time scales the signal-to-noise

ratio improves and allows for deriving robust trends

(in particular for temperature).

El Niño and la Niña events have strong, though

varying, effects on both precipitation and temperature

in South America and the Tropical Andes. The overall

frequency of El Niño events is expected to decrease

slightly. Extreme El Niño events, however, are in

recent studies predicted to increase in frequency due

to global warming (Cai et al., 2014). El Niño events

are also associated with extremely warm years,

thereby adding to the predicted warming.

Temperature

Future warming is predicted to be highest in the

mountains (Urrutia and Vuille, 2009; Bradley et al.,

Projections

2004). In all medium emission scenarios, by 2100

the coldest years in the Tropical Andes Mountains

will be significantly warmer than the warmest years

people have adapted to over the centuries (Vuille,

2013). This means that by 2100, temperatures will

be unprecedented for current social and ecological

systems. It is important to remember that climate

variability, such as by ENSO events, will also affect

how climate change manifests at particular times in

the future.

In a high-emission scenario (RCP8.5), temperatures

in the Tropical Andes are expected to increase by

4.5-5°C by 2100 (Bradley et al., 2009; Hijmans et al.,

2005). It should be noted that models vary greatly in

their projections for the regions, and are particularly

uncertain in mountain regions, but all models agree

that temperature will increase (Valdivia et al., 2010).

In some models, the Bolivian Altiplano is expected

to experience 3-4°C warming (Anderson et al., 2011,

Minvielle and Garreaud, 2011). A high-resolution

model projects significantly greater warming at

higher altitudes, from 3.5°C warming at 500 m

to 4.8°C warming above 4,000 m on the western

slopes (Urrutia and Vuille, 2009). In low emission

scenarios, the expected warming has about half the

amplitude. Available models also project a higher

frequency of warming than today’s average in the

years approaching 2100.

Precipitation

Most studies on precipitation focus on changes in

total annual precipitation. However, for the Tropical

Andes the main change may be in seasonal variability.

In southern Peru and Bolivia, for instance, climate

models predict more intense and concentrated rainy

seasons and longer dry seasons (Seth et al., 2010).

However, it is important to recognize the high

variance of precipitation patterns within these areas.

The expected changes in total annual precipitation

are generally low and uncertain in South America

as a whole. However, models predict that in a high-

emission scenario there will be significant changes

for some sub-areas (Magrin et al., 2014). In general,

wet areas will get wetter, and dry areas will mostly

get drier. The north-western Andes of Colombia,

Ecuador and Peru will experience increased rainfall,

while a decrease is expected in the north-eastern

Andes of Venezuela and Columbia, in southern Peru

and in the Bolivian mountains (Vuille et al., 2008;

Magrin et al., 2014; Hijmans et al., 2005).

Girl, Peru